Machine Learning

FLARE: A Framework for Stellar Flare Forecasting Using Stellar Physical Properties and Historical Records IJCAI 2025 FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025 FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025 Flashback: Memory Mechanism for Enhancing Memory Efficiency and Speed in Deep Sequential Models COLING 2025 FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution ICCV 2025 Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation AAAI 2025 FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering CVPR 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025 FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware ICLR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials ICML 2025 FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding WACV 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 Flatness Improves Backbone Generalisation in Few-Shot Classification WACV 2025 FlatQuant: Flatness Matters for LLM Quantization ICML 2025 Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning ICLR 2025 FLAVC: Learned Video Compression with Feature Level Attention CVPR 2025 Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks ICLR 2025 Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs EMNLP 2025 FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025 FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models ICLR 2025 FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation ICML 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025